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deep-audit

Deep consistency audit of the entire repository โ€” launches 4 parallel specialist agents to find factual errors, code bugs, broken references, count mismatches, and cross-document inconsistencies, then fixes all issues and loops until clean. Make sure to use this skill whenever the user wants a comprehensive repository-wide check โ€” not a targeted review of a single file. Triggers include: "audit", "deep audit", "find inconsistencies", "check everything", "run a full audit", "are there any broken references", "check the whole repo", "something feels off", "run the audit loop", or after making broad changes across multiple files.

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Source facts

Repository
brycewang-stanford/Auto-Empirical-Research-Skills
Last source activity
June 4, 2026 at 21:34
Detected SKILL.md language
English
Stars
3,291
Forks
432

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Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.